Search Results for author: Najrin Sultana

Found 3 papers, 1 papers with code

Second-Order Information Matters: Revisiting Machine Unlearning for Large Language Models

no code implementations13 Mar 2024 Kang Gu, Md Rafi Ur Rashid, Najrin Sultana, Shagufta Mehnaz

With the rapid development of Large Language Models (LLMs), we have witnessed intense competition among the major LLM products like ChatGPT, LLaMa, and Gemini.

Machine Unlearning

FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering

no code implementations24 Oct 2023 Md Rafi Ur Rashid, Vishnu Asutosh Dasu, Kang Gu, Najrin Sultana, Shagufta Mehnaz

Federated learning (FL) is becoming a key component in many technology-based applications including language modeling -- where individual FL participants often have privacy-sensitive text data in their local datasets.

Federated Learning Language Modelling

BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset

1 code implementation11 Oct 2022 Ajwad Akil, Najrin Sultana, Abhik Bhattacharjee, Rifat Shahriyar

In this work, we present BanglaParaphrase, a high-quality synthetic Bangla Paraphrase dataset curated by a novel filtering pipeline.

Vocal Bursts Intensity Prediction

Cannot find the paper you are looking for? You can Submit a new open access paper.